16 citations · 44 across the 12 of their papers we have counts for
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stat.ML2016
Interpretable Two-level Boolean Rule Learning for Classification
Guolong Su, Dennis Wei, Kush R. Varshney +1
As a contribution to interpretable machine learning research, we develop a novel optimization framework for learning accurate and sparse two-level Boolean rules. We consider rules…
cs.LG2016
A Constant-Factor Bi-Criteria Approximation Guarantee for -means++
Dennis Wei
This paper studies the -means++ algorithm for clustering as well as the class of sampling algorithms to which -means++ belongs. It is shown that for any constant fac…